cs.CL（2024-03-01）

📊 共 19 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (17 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (1) 支柱一：机器人控制 (Robot Control) (1 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (17 篇)

#	题目	一句话要点	标签	🔗	⭐
1	AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs	提出AXOLOTL以解决大型语言模型输出偏见问题	large language model
2	Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks	提出Peacock系列阿拉伯多模态大语言模型以解决资源不足问题	large language model multimodal	✅
3	SoftTiger: A Clinical Foundation Model for Healthcare Workflows	提出SoftTiger以解决临床笔记结构化问题	large language model foundation model
4	Large Language Models for Simultaneous Named Entity Extraction and Spelling Correction	提出解码器模型以同时进行命名实体提取和拼写纠正	large language model
5	Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training	提出语义感知置换训练以解决大语言模型的反转诅咒问题	large language model
6	AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models	提出AutoRD以解决罕见疾病知识图谱构建问题	large language model
7	DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models	提出DiaHalu以解决对话级幻觉评估问题	large language model
8	Rethinking Tokenization: Crafting Better Tokenizers for Large Language Models	提出Less-is-Better模型以优化大语言模型的分词器	large language model
9	Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models	提出Semi-Instruct以解决代码大语言模型的指令调优问题	large language model
10	Gender Bias in Large Language Models across Multiple Languages	研究多语言大模型中的性别偏见问题	large language model
11	MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection	提出数据增强方法以解决大型语言模型幻觉检测问题	large language model
12	Self-Consistent Decoding for More Factual Open Responses	提出自一致解码方法以提升开放响应的事实准确性	large language model
13	LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues	提出LUCID以解决对话数据稀缺问题	large language model
14	Hierarchical Indexing for Retrieval-Augmented Opinion Summarization	提出HIRO方法以解决无监督抽象意见摘要问题	large language model
15	Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish	提出FCTR数据集以解决土耳其语虚假信息检测问题	large language model
16	Enhancing Jailbreak Attacks with Diversity Guidance	提出DSTS算法以增强LLM的越狱攻击效果	large language model
17	Extracting Polymer Nanocomposite Samples from Full-Length Documents	提出新基准以解决聚合物纳米复合材料样本提取问题	large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
18	Improving Socratic Question Generation using Data Augmentation and Preference Optimization	提出数据增强与偏好优化以改善苏格拉底式问题生成	reinforcement learning DPO direct preference optimization

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#	题目	一句话要点	标签	🔗	⭐
19	PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus	提出PoTeC语料库以研究阅读中的眼动行为	manipulation	✅

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